Double/Debiased Machine Learning for Continuous Treatment Effects in Panel Data with Endogeneity

Peikai Wu, Kuan Sun, Zhiguo Xiao

We propose a double/debiased machine learning framework to estimate average derivative effects in nonparametric panel models with two-way fixed effects. It extends instrumental var…